Last Notes
Thanks for the 21 sats! 979 sats until feeder activation. Goats, like @nprofile…qcsj, @nprofile…f035, @nprofile…lmyx and @nprofile…yak5, are known for their calming effect and are used in animal therapy sessions for their soothing nature.
https://lightning-goats.com
Travel #photography 👇📸
#nevent1q…ndyh
Major Ebola outbreak is escalating: what happens next
Nature, Published online: 22 May 2026; [doi:10.1038/d41586-026-01660-z][1]
Nature staff discuss ongoing efforts to curb the Bundibugyo virus outbreak.
[1]: https://www.nature.com/articles/d41586-026-01660-z
https://www.nature.com/articles/d41586-026-01660-z
GM!
It rained a lot yesterday and is going to rain again so here's a damp #rupertsbackyardtoday.
Tiny snail fren cleaning up a dead reed in "the swamp-quariums".
https://npub1r8u6lw8c2h67s66magtqu78vtpckfzcsmmdsg06gqm723njsunfs8kfjwl.blossom.band/d4f45133ed4efc49513a1a1991971d66ae9fb879b9b684e8e5a66187de34a40e.jpg
While clearing these green guys from a bed, I was startled by this fatboi. #thoughtitwasasnake
https://npub1r8u6lw8c2h67s66magtqu78vtpckfzcsmmdsg06gqm723njsunfs8kfjwl.blossom.band/a377e3bb60ffb34ee7c48e89a0d1a7edad94035077c562f9efd7b98efe186619.jpg
Near daily daylily.
https://npub1r8u6lw8c2h67s66magtqu78vtpckfzcsmmdsg06gqm723njsunfs8kfjwl.blossom.band/ac55bba781b9129dca8d4728fa86a29bd8dbad24b25a9b083cb59f3321fdac21.jpg
I promised this passionate purple a couple days ago.
https://npub1r8u6lw8c2h67s66magtqu78vtpckfzcsmmdsg06gqm723njsunfs8kfjwl.blossom.band/1d4bb8d3b7f909595cce6ab8ec9e8d19ccc492be84a8a590d8d49a3b2215d99a.jpg
Proof of chickens v morning glory seeds battle.
https://npub1r8u6lw8c2h67s66magtqu78vtpckfzcsmmdsg06gqm723njsunfs8kfjwl.blossom.band/060ef9b8838e2c76b7430e20c9dea502a49aace9c03a1efa14f7d9af9ebeedb4.jpg
Side and top view of the tower. Almost knocked a buddy from his perch while trying to find the best angles.
https://npub1r8u6lw8c2h67s66magtqu78vtpckfzcsmmdsg06gqm723njsunfs8kfjwl.blossom.band/2373de72daf96327fb6b70acc5a0687e1e6cf642f26c851ded01aea37b1f1b9b.jpg
And finally, interrupted a hunt (first 3 pics) while trying to photograph the beauty berry flowers. I guess I didn't realize how...popular of a date spot my beauty berry was.
https://npub1r8u6lw8c2h67s66magtqu78vtpckfzcsmmdsg06gqm723njsunfs8kfjwl.blossom.band/f891db42929e575983459061f5870079f74a63cc66fa7615f9147e1e27eab11f.jpg
I’m really into system design. When I was into OOP, I wanted everything taxonomically perfect. Then I got into Haskell and wanted everything pure and beautiful. I realized that Erlang is basically my perfect blend of system design, functional purity, and OOP style message passing.
The biology analogy holds up well. Nature is the best teacher.
- Network = bloodstream
- Processes = cells (millions of tiny, isolated workers)
- Messages = hormones (the only way cells talk)
- "Let it crash" = apoptosis (broken cells die on purpose, new ones replace them)
- Supervisors = immune system
- Schedulers = metabolism
- Compiled code = DNA
- Hot code swapping = gene therapy
- Cluster of nodes = colony organism
Spring has finally showed up here #bloomstr #blossoms #naturestr
And my baby tamaracks and maples survived the winter.
https://blossom.primal.net/fbfd8169206f44e5abd29de26dc60dc7d9bc23c7da88136135afdf537165c2aa.jpg
https://blossom.primal.net/9d3ab162654f0694d4db63f2ed5c35eaa6e95dd1f7dd0b0a82b053c278ce2ad6.jpg
https://blossom.primal.net/2bd1a259cb3c60603ed5d2374aa33dca6b3330d8af993126ee45f7d0d239b61f.jpg
https://blossom.primal.net/9e183810c1e3d268df7a5e197422c39a3e6223b1a55db38c420e6179f1ee8de4.jpg
https://blossom.primal.net/ea3ed9c0c8ed64ac7edb79a8e9697ad8f717c6501297b76df48ad0169e1095e4.jpg
https://blossom.primal.net/f8ea9c7a3e8975f0de4b3fd2509d13522ab0791b5f1b08987aecbf09c6b45982.jpg
The colors of dusk
are just a little brighter.
Even while holding
everything from today,
I felt
I could still walk
toward tomorrow.
202605
#Healing #PositiveVibes #Poetry #EditorialPhotography #AestheticVibes #ArtisticExpression #Art #CreativeArt #VisualArt
https://blossom.primal.net/310e929af4e88bb8dd0df19a2d7fdc8d87cc718818c699fc73b0d85f51474c9d.jpg
Stony Mountain
Partial walk up the road to Yankee Boy Basin from Ouray, CO.
https://blossom.daniel.camera/b7651909445f1888d87b46daf66efe15fea26e3d99c7d2c2693452f103910b5d.jpg
→ View on daniel.camera: https://daniel.camera/photo/1779367775588242
#photostr #photography #favorites #yankeeboybasin
#nature #naturestr #nostr
https://videos.pexels.com/video-files/35896741/15225958_640_360_60fps.mp4
Ação humana né, fazer o que. Assim como a natureza tem suas leis, as relações pessoais também tem suas leis
https://music.youtube.com/watch?v=fbkb0vc_VPE
Hey, this world's a dying planet
nothing matters, nothing's won
I have come to seek revenge
for all that you have done
Hate and fear, eternal sadness
nothing matters, no one cares
I am here to stop the madness
free you from despair
Once I heard the white dove sing
it was the sound of peace
beauty dies in agony
crushed under debris
She was so beautiful
she was a dream
and when I cry for her
I hear them scream..
No respect, no heart for nature
led by greed they tear our soil
ripped, the sky, the damage major
the air is at the boil
Here create another wasteland
on and on 'til nothing's there
here it comes, the devastation
poisoning the air
Once I saw the eagle fly
it was the sound of peace
beauty dies in agony
crushed under debris
She was so beautiful
she was a dream
and when I cry for her
I hear them scream..
You were so beautiful
you were a dream
all we shall heed the call
shall be redeemed
She was so beautiful
she was a dream
and when I cry for her
I hear them scream..
Oh Mother Earth
You were so beautiful
just like a dream
all we shall heed the call
shall be redeemed
Yeah!
📍 Asilah, Morocco 🇲🇦
https://cdn.chill-a-lot.com/pix/26/01/a88c874f-9347-4439-a1d5-45db3fc73252.jpg
#travel #travelstr #morocco #asilah #city #doors #streetart #sirchillalot #grownostr #photography #photostr
Surfacing this again for discussion - sooner or later we are going to need a story for nostr PQC support. I think the first step is to extend the signature scheme and have relay implementations that can recognize the new signatures. Existing relay implementation can just ignore the events.
#PQC
https://github.com/nostr-protocol/nips/pull/2185
#nature #naturestr #photography #nostr
https://images.pexels.com/photos/35987395/pexels-photo-35987395.jpeg
#animal #wildlife #photography #nostr #animalstr
https://images.pexels.com/photos/1295385/pexels-photo-1295385.jpeg
#animal #wildlife #photography #nostr #animalstr
https://images.pexels.com/photos/37148429/pexels-photo-37148429.jpeg
Streaming: Capsule - 004
1. Parquet Courts - Ducking & Dodging
2. Grinderman - No Pussy Blues
3. King Gizzard & The Lizard Wizard - Road Train
4. Sunflowers - Monomania
5. SUUNS - Daydream
https://harmonique.one/shows/capsule/episodes/004 #music #tunestr
Flamingos…what a weird and beautiful animals.
#nature
https://blossom.primal.net/6326345451e3c28463fe033e3fce83214642bd78279c248cb66c04e034f8be7b.mov
#animal #wildlife #photography #nostr #animalstr
https://images.pexels.com/photos/11555851/pexels-photo-11555851.jpeg
what if ai fails to deliver ?
| 1 | **Capex/ROI mismatch**
The master risk. The industry is spending as if AI revenue will arrive quickly and at high margins. Goldman’s baseline model implies **$765B annual AI capex in 2026**, rising to **$1.6T in 2031**. If enterprise ROI is slow, the denominator of the ROI equation explodes before the numerator arrives.
| 2 | **Hyperscaler capex reversal**
The most important near-term trigger. If Microsoft, Google, Amazon, Meta, Oracle, or CoreWeave slows AI capex guidance, the market immediately questions Nvidia demand, data-center growth, cloud growth, and AI multiples. Microsoft disclosed **$37.5B Q2 FY26 capex**, with roughly **two-thirds on short-lived GPUs/CPUs**.
| 3 | **Token price compression / open-source commoditization** Cheap models do not need to beat frontier labs everywhere. They only need to be good enough for ordinary enterprise workflows. OpenAI’s API page lists high-end text pricing in dollars per million tokens, while DeepSeek lists V4 pricing far lower, including extremely cheap cache-hit pricing.
| 4 | **GPU depreciation and impairment risk**
ai chips are short-lived assets. If useful economic life is shorter than accounting life, reported earnings overstate true economics. Microsoft explicitly said roughly two-thirds of capex was for short-lived GPUs/CPUs, and CoreWeave’s Q1 2026 results already show **$1.147B depreciation and amortization** in one quarter.
| 5 | **Utilization gap: capacity before workloads**
Capacity is being built before enterprise workflows are fully proven. If clusters sit underutilized, providers discount pricing, resale values fall, and debt/capex ROI collapses. This is the classic infrastructure-bubble failure mode: demand is real, but timing and scale are wrong.
| 6 | **Nvidia + Mag-7 concentration risk**
The S&P 500 is highly exposed to AI-premium names. Nvidia’s own filing showed four direct customers accounted for **22%, 17%, 14%, and 12%** of accounts receivable as of Oct. 26, 2025, showing concentrated payment channels even if end demand is broader. ([SEC][4])
| 7 | **Infrastructure credit / GPU-backed debt risk**
The AI boom is becoming a credit story. CoreWeave reported **$99.4B backlog**, but also **$536M interest expense**, **$740M net loss**, and heavy depreciation in Q1 2026. If utilization or customer demand weakens, GPU-backed debt and data-center finance become fragile.
| 8 | **Enterprise ROI evidence remains weak**
Adoption is not the same as ROI. NBER found most firms report little measurable impact so far, including **89% reporting no impact on labor productivity** over the past three years. PwC’s 2026 CEO Survey found many CEOs still do not see AI financial benefits.
| 9 | **Software gross-margin leakage**
AI may make software better but margins worse. SaaS companies historically enjoyed very high gross margins, but AI introduces inference costs, model costs, monitoring, and support. If customers expect AI features to be included, vendors absorb cost without proportional pricing power.
| 10 | **Agentic AI cost explosion**
Agents use many more tokens than chatbots. GitHub is moving Copilot to usage-based billing from **June 1, 2026**, with usage calculated from input, output, and cached tokens. That is a clear signal that agentic workflows are too compute-intensive for simple flat-rate economics.
| 11 | **Power/grid/social-license backlash**
AI infrastructure needs electricity, land, water, substations, and local political permission. IEA projects data-center electricity consumption will reach around **945 TWh by 2030**, growing about **15% per year**. Data Center Watch says **$64B** of U.S. data-center projects have been blocked or delayed.
| 12 | **Model routing destroys premium inference mix**
Enterprises will not use premium frontier models for everything. They will route easy tasks to cheaper models and reserve premium models for hard tasks. That means usage can rise while premium revenue mix falls. This is especially dangerous if capex was justified by high-priced frontier inference. |
| 13 | **Data cleanup + integration debt**
AI demos are easy; enterprise integration is hard. Messy permissions, legacy systems, poor metadata, siloed data, and bad process design mean companies need data engineering and workflow redesign before AI creates real ROI. This cost is often ignored in capex optimism.
| 14 | **Verification/rework tax**
Workday found nearly **40% of AI time savings are lost to rework**, including correcting, rewriting, and verifying outputs; only **14%** of employees consistently see clear positive net outcomes. That directly reduces net productivity.
| 15 | **AI features become table stakes**
Customers may expect AI inside every product without paying much extra. That converts AI from a pricing-power tool into a defensive cost of doing business. This is dangerous because the capex was spent assuming incremental monetization, not merely product maintenance.
| 16 | **Backlog quality / circular demand risk**
Backlog only matters if it is durable, profitable, collectible, and not circularly financed. If AI labs, cloud providers, chip vendors, and neoclouds are funding each other’s demand, headline revenue may overstate true end-customer economics.
| 17 | **Legal/IP/data-licensing tolls**
Anthropic’s proposed **$1.5B author settlement** and California’s training-data transparency rules show the free-data era may become more expensive and legally constrained. That raises model-development cost and can slow scaling.
| 18 | **On-prem/private AI drift**
Enterprises may still adopt AI, but through private, hybrid, open-weight, or on-prem systems. That can weaken centralized API margins and reduce cloud vendor pricing power, even while total AI usage rises.
| 19 | **Customer concentration**
AI supply-chain demand is more concentrated than it appears. Nvidia’s receivable concentration shows that a small number of direct customers matter heavily. If a few hyperscalers or integrators slow orders, the revenue impact can be fast. ([SEC][4])
| 20 | **Procurement discipline and usage caps**
As AI bills become visible, CFOs will demand usage caps, cheaper models, vendor competition, and outcome-based pricing. GitHub’s move to usage-based billing makes token consumption financially explicit, which will train customers to optimize costs.
| 21 | **Search/ad cannibalization**
AI search may reduce traffic to websites and pressure the content ecosystem. Pew found Google users clicked traditional links in **8%** of visits with an AI summary versus **15%** without one. This can hurt publishers, content supply, and search monetization.
| 22 | **Physical supply-chain bottlenecks**
AI buildout needs more than GPUs: fiber, optics, transformers, substations, cooling, construction labor, and power generation. Bottlenecks raise cost and delay monetization, reducing returns on already-committed capex.
| 23 | **Human accountability limits labor substitution**
In legal, finance, healthcare, compliance, and high-risk operations, humans still need to review and approve outputs. That caps labor savings and turns AI into augmentation rather than full substitution.
| 24 | **Synthetic-data / scaling limits**
Epoch AI estimates the effective stock of quality-adjusted public human text at around **300T tokens**, with full utilization possible between **2026 and 2032** if trends continue. If public data becomes scarce, future model improvements may cost more. ([Epoch AI][12])
| 25 | **Consumer surplus captured by users, not providers**
AI may be enormously useful but economically deflationary. Users and customers may capture the benefits through cheaper intelligence, while infrastructure owners compete returns away. This is the telecom-fiber analogy: society wins, overfunded capital loses.
1. AI vendor subsidizes usage during early adoption
2. Users build habits around cheap/flat-rate tools
3. Agentic workflows multiply token consumption
4. Vendor discovers gross margin pressure
5. Vendor shifts to credits/usage billing
6. Customer discovers true cost
7. CFO imposes budget caps
8. Teams route to cheaper models
9. Premium AI revenue growth slows
10. AI labs either cut prices or lose volume
11. Hyperscaler capex ROI weakens
Aaaw... italian ladies are cute when angry 🤣✨️🙌 and yeah they tend to be explosive in nature... 🤣✨️🙌
My morning walk with Lucy the pup always makes me feel energized. All the world can be going crazy, but nature has a way of calming and centering the soul. It's God's medicine. #nature #countrylife https://npub13kwjkaunpmj5aslyd7hhwnwaqswmknj25dddglqztzz29pkavhaq25wg2a.blossom.band/8c6c4d13a3fe3167b6d0a7b23f198b4fb4eeafd72a5442a808f35d5e8978094f.jpg
GM Messed up on some sunflowers so I'm using this page to brainstorm for my next Zine. I'm just doodling things I miss from the 90s. What do you miss from the 90s?
https://blossom.primal.net/8ab5560e3ec0feff2224af858e55fe5b70664c6e0065ac8016fbb6efeeb16495.jpg
#dailydrawing #sketchstr #artstr
#animal #wildlife #photography #nostr #animalstr
https://images.pexels.com/photos/33643712/pexels-photo-33643712.png
#nature #naturestr #nostr
https://videos.pexels.com/video-files/34355715/14554598_360_640_30fps.mp4
#animal #wildlife #photography #nostr #animalstr
https://images.pexels.com/photos/29358744/pexels-photo-29358744.jpeg
#nature #naturestr #photography #nostr
https://images.pexels.com/photos/37448404/pexels-photo-37448404.jpeg
It's that time of the year, #blooming..
(Audio ON 🔊)
https://v.nostr.build/6KYTzoUPeMJDqKPD.mp4
#flower #flowerstr #bloomscrolling
#animal #wildlife #photography #nostr #animalstr
https://images.pexels.com/photos/30819807/pexels-photo-30819807.jpeg
Engels, 2014, in Nature.
European robins lost their magnetic compass inside a city.
The cause?
AM-band electromagnetic noise, 50 kHz to 5 MHz, ordinary urban hum.
Shield the lab in aluminum, the compass came back. remove it, gone again.
The first clean proof that man-made EM noise blinds a biological magnetic sense.
Published in the world's top journal. buried for a decade.
https://blossom.primal.net/e50b2b34d1d317915949cd0d91828fc80213e3aa58a33154e964db5165187685.jpg
**Ancient DNA Reveals How Farming Spread and Nearly Broke a Civilization**
By Institut Pasteur - Published on 22 May 2026
Ancient DNA reveals how family bonds helped Andean communities survive climate crisis, disease, and the pressures of early farming. A recent study published in Nature reconstructs more than 2,000 years of population history in Argentina’s Uspallata Valley (UV), a region at the southern edge of ancient Andean farming expansion. The research sheds new light on [...]
Read more: https://scitechdaily.com/ancient-dna-reveals-how-farming-spread-and-nearly-broke-a-civilization/
#AncientDNA #FarmingHistory #Genomics #PopulationGenetics #Andes #Science #Agriculture #Anthropology
Standardized protocols enable the global network ecosystem to interoperate. Likewise, no protocol is more universal or unbiased than the laws of nature, mathematics, and physics.
Neuroflix
Nature, Published online: 22 May 2026; [doi:10.1038/d41586-026-01087-6][1]
It’s just a game — isn’t it?
[1]: https://www.nature.com/articles/d41586-026-01087-6
https://www.nature.com/articles/d41586-026-01087-6
#nature #naturestr #photography #nostr
https://images.pexels.com/photos/33109149/pexels-photo-33109149.jpeg
Lime flowers 🍋🟩
https://image.nostr.build/b824b4e2848ec6a7c418ce7df1a9eb57f3764e07fabcbdc088375e755ac8a126.jpg
#nostr #siamstr #flowerstr #gardenning
Vanishing tongues and life on Mars: Books in brief
Nature, Published online: 22 May 2026; [doi:10.1038/d41586-026-01655-w][1]
Andrew Robinson reviews five of the best science picks.
[1]: https://www.nature.com/articles/d41586-026-01655-w
https://www.nature.com/articles/d41586-026-01655-w
#nature #naturestr #nostr
https://videos.pexels.com/video-files/34260444/14516697_640_360_25fps.mp4
https://blossom.primal.net/500a38ee8948d98107257c7b7c398bc15ca0a100809b5d8c72c48325491b2d9b.jpg This is #Cyprus 🇨🇾 #photography #photostr #picstr #nature #mediterranean #island #coastline #clouds #cloudy #rainbow
Streaming: Capsule - 004
1. Parquet Courts - Ducking & Dodging
2. Grinderman - No Pussy Blues
3. King Gizzard & The Lizard Wizard - Road Train
4. Sunflowers - Monomania
5. SUUNS - Daydream
https://harmonique.one/shows/capsule/episodes/004 #music #tunestr
GM! Enjoy the flowers....
... And your pizza! 🍕😋😋
Buba mara.. 🐞
https://npub13pnmakf738yn6rv2ex9jgs7924renmderyp5d9rtztsr7ymxg3gqej06vw.blossom.band/4aa507198f3b61faa8bc460ceeaaf6ac9fd91120964907912b52829642002043.jpg
#photography #nature #animals #bugs
#photography #asliverofblue
https://blossom.primal.net/38b7a3c4cb2e7c32d37e87d7b7c15b8592649dbb9d59fa54530005dfd50b07fe.jpg
#nature #naturestr #photography #nostr
https://images.pexels.com/photos/36875429/pexels-photo-36875429.jpeg
#nature #naturestr #photography #nostr
https://images.pexels.com/photos/31363617/pexels-photo-31363617.jpeg
#animal #wildlife #photography #nostr #animalstr
https://images.pexels.com/photos/32234380/pexels-photo-32234380.jpeg
GM! My backpack is already absolutely overloaded.
This evening i will visit my mom for a few hours and after that i am finally outside of this gay ass civilization and can enjoy the nature alone again for a few days 🥰 https://blossom.primal.net/75c263820b6d37151541af81a2ad60240df69b020733e55fc463185c9f19103b.jpg
love #nature & love my #beach💛#travel #photography
https://blossom.primal.net/5832e71b0dfd9046a85750b72dc1800bd947d7d5ae749a5e824dcf41a77693e0.jpg
#nature #naturestr #photography #nostr
https://images.pexels.com/photos/32492677/pexels-photo-32492677.jpeg
no. They coordinate the signing into a single signature.
Two keypairs together create 1 public key for which there is no private key, and only together can they create signatures for that 1 public key.
The point is that this signature can only exist if those two worked together (but those two still don't know each-others private key)
#photography #coneofshame
https://blossom.primal.net/2bb2e3b34d2a247006b50eaefd985e3f52798a19c2996c1d3c3cb98eab50b05b.jpg
